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Meet growing needs for innovative insurance solutions while increasing operational health and improving compliance.
Deliver on the promises of the past and create smart solutions for the future.
Manage complex risks using data-driven insights, advanced approaches, and deep industry experience.
This is a place where your ideas and insights make an impact. Where an independent, entrepreneurial spirit is an advantage. And where diversity of thought and experience makes us who we are.
Data-driven insight. Deep expertise. Transformative innovation. Since 1947, Milliman has delivered intelligent solutions to improve health and financial security.
Mortgage & credit risk
Milliman understands your mortgage and credit risks better than anyone. We provide customized and cost-effective solutions to measure and manage your risks, especially those associated with originating mortgages and providing credit enhancement.
The Private Mortgage Insurer (PMI) landscape has grown more competitive in recent years; “Black-box” risk-based pricing engines – largely adopted industry-wide in late-2018/early-2019 – have made…
Want to know the state by state effect of the pandemic on the housing market? Metrics and commentary analyze the relationship between COVID-19 and impact.
Now that we are several months into the COVID-19 pandemic, sufficient data exists to analyze its effects on the mortgage market and draw conclusions on the impact this disruption will have on the mortgage marketplace for the…
This article provides clarity on the Adverse Market Refinance Fee and its potential impact.
In the wake of the 2008 global financial crisis, many risk managers were caught flat-footed with representations and warranties exposure, also commonly known as repurchase exposure.
The latest monthly estimate of the lifetime default risk of U.S.-backed mortgages.
Student loans now account for 10.7% of overall household debt, though a decade ago they accounted for less than 5%.
An uncommon yet creative 401(k) plan provision could help reduce anxiety among workers who fret about personal financial obligations.
We can look backward with actual data and forward with predictive analytics and use that information to help in our home-buying decision-making process.
Our team is dedicated to analyzing mortgage and credit risk, specializing in statistical, actuarial, and econometric risk-assessment techniques.
Milliman assists clients with compliance-related analytics for both fair lending and quality control reviews.
Our mortgage insurance and lender loan loss reserving framework combine our independence and depth of industry expertise.
We combine actuarial and modeling expertise with capital markets structure analysis to deliver meaningful financial feasibility studies.
We specialize in building customized and cost-effective solutions to measure and manage the risks associated with originating credit risk.
Ask the tough questions. We’re ready for them.